Qualitative insights on sexual health counselling from refugee youth in Bidi Bidi Refugee Settlement, Uganda: Advancing contextual considerations for brief sexuality-related communication in a humanitarian setting
Bibliographic record
Abstract
Characteristics of enabling healthcare environments to support brief sexuality-related communication (BSC) are understudied in humanitarian settings. We implemented a qualitative study with refugee youth aged 16-24 living in Bidi Bidi Refugee Settlement to understand the feasibility of implementing BSC in a humanitarian context. We examined feelings toward doctor's visits in general, including types of conversations youth engage in with healthcare providers, as well as comfort, safety, and willingness to talk with healthcare providers about sexual health. We implemented four focus groups with refugee youth in Bidi Bidi, two with young women and two with young men, and applied thematic analysis informed by a social contextual theoretical framework that explores enabling environments for sexual health promotion. Participants (n = 40; mean age: 20 years, standard deviation: 2.2; women: n = 20; men: n = 20) reported relational, symbolic, and material dimensions of context considered important when discussing sexual health. Relational contexts included a) trusting relationship with local healthcare practitioners, including practices that foster comfort and confidentiality, and b) family, friends, and mentors as additional sources of health information. Symbolic contexts refer to values, norms, and beliefs that reflect what is perceived as valuable and worthy, and in turn, what is devalued and stigmatized. Specific to sexual health, participants discussed stigma toward STIs and HIV, devaluation of women in healthcare settings, and generalized fear of doctors and disease as barriers to engaging in dialogue about sexual health with healthcare providers. Material contexts include agency linked with resource access and experiences. Youth narratives revealed that positive experiences accessing medication to manage pain and infections increased their willingness to engage in healthcare discussions, whereby clinic layouts and dynamics that compromised confidentiality and privacy reduced the likelihood of sexual health dialogue. Language barriers and healthcare provider time constraints were additional factors that reduced healthcare engagement. Taken together, findings can inform BSC implementation strategies that consider the inner and outer settings that shape sexual health dialogue and sexual health and wellbeing among refugee youth living in humanitarian settings.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.010 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.009 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".